Onboarding of new environments and new metrics

It is happening on a schedule, every week, the night between Saturday and Sunday unless otherwise agreed. New environment will be onboarded on the first Sunday after they have been active (produced data) for at least 1 day, new metrics will be onboarded at the first Sunday after they have been producing enough data (the amount of data can vary dependinding on the unique behaviour of the metric, but an absolute minimun is 3 data points on average in the last 7 days). For new metrics added to a pre-existing environment the first week of anomaly detection might produce false positives.

This is done to optimise our computational resources. We use more complex algorithms for rapid changing metrics and lighter weight algorithms for stable metrics. Non-active metrics are not considered for analysis (time series with no data points in the last 7 days).

After onboarding one can follow how well Eyer have been able to learn each metric using the learning status.